K-Means: Lloyd,Forgy,MacQueen,Hartigan-Wong

Question

I\'m working with the K-Means Algorithm in R and I want to figure out the differences of the 4 Algorithms Lloyd,Forgy,MacQueen and Hartigan-Wong which are available for the

Answer 1

The k-means clustering technique: General considerations and implementation in Mathematica, Morissette & Chartier (2013) (10.20982/tqmp.09.1.p015); PDF1, PDF2

Page 16 shows a clear explanation of Gorgy/Llyods, MacQueen, Hatigan-Wong algos.

Also this question contains a small description of the Lloyd, MacQueen, and Hartigan-Wong algorithms.